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Demographic bias in misdiagnosis by computational pathology models.
Vaidya A, Chen RJ, Williamson DFK, Song AH, Jaume G, Yang Y, Hartvigsen T, Dyer EC, Lu MY, Lipkova J, Shaban M, Chen TY, Mahmood F. Vaidya A, et al. Among authors: lipkova j. Nat Med. 2024 Apr;30(4):1174-1190. doi: 10.1038/s41591-024-02885-z. Epub 2024 Apr 19. Nat Med. 2024. PMID: 38641744
A Learnable Prior Improves Inverse Tumor Growth Modeling.
Weidner J, Ezhov I, Balcerak M, Metz MC, Litvinov S, Kaltenbach S, Feiner L, Lux L, Kofler F, Lipkova J, Latz J, Rueckert D, Menze B, Wiestler B. Weidner J, et al. Among authors: lipkova j. ArXiv [Preprint]. 2024 Mar 7:arXiv:2403.04500v1. ArXiv. 2024. PMID: 38495563 Free PMC article. Preprint.
Toward image-based personalization of glioblastoma therapy: A clinical and biological validation study of a novel, deep learning-driven tumor growth model.
Metz MC, Ezhov I, Peeken JC, Buchner JA, Lipkova J, Kofler F, Waldmannstetter D, Delbridge C, Diehl C, Bernhardt D, Schmidt-Graf F, Gempt J, Combs SE, Zimmer C, Menze B, Wiestler B. Metz MC, et al. Among authors: lipkova j. Neurooncol Adv. 2023 Dec 27;6(1):vdad171. doi: 10.1093/noajnl/vdad171. eCollection 2024 Jan-Dec. Neurooncol Adv. 2023. PMID: 38435962 Free PMC article.
Algorithmic fairness in artificial intelligence for medicine and healthcare.
Chen RJ, Wang JJ, Williamson DFK, Chen TY, Lipkova J, Lu MY, Sahai S, Mahmood F. Chen RJ, et al. Among authors: lipkova j. Nat Biomed Eng. 2023 Jun;7(6):719-742. doi: 10.1038/s41551-023-01056-8. Epub 2023 Jun 28. Nat Biomed Eng. 2023. PMID: 37380750 Free PMC article. Review.
The Liver Tumor Segmentation Benchmark (LiTS).
Bilic P, Christ P, Li HB, Vorontsov E, Ben-Cohen A, Kaissis G, Szeskin A, Jacobs C, Mamani GEH, Chartrand G, Lohöfer F, Holch JW, Sommer W, Hofmann F, Hostettler A, Lev-Cohain N, Drozdzal M, Amitai MM, Vivanti R, Sosna J, Ezhov I, Sekuboyina A, Navarro F, Kofler F, Paetzold JC, Shit S, Hu X, Lipková J, Rempfler M, Piraud M, Kirschke J, Wiestler B, Zhang Z, Hülsemeyer C, Beetz M, Ettlinger F, Antonelli M, Bae W, Bellver M, Bi L, Chen H, Chlebus G, Dam EB, Dou Q, Fu CW, Georgescu B, Giró-I-Nieto X, Gruen F, Han X, Heng PA, Hesser J, Moltz JH, Igel C, Isensee F, Jäger P, Jia F, Kaluva KC, Khened M, Kim I, Kim JH, Kim S, Kohl S, Konopczynski T, Kori A, Krishnamurthi G, Li F, Li H, Li J, Li X, Lowengrub J, Ma J, Maier-Hein K, Maninis KK, Meine H, Merhof D, Pai A, Perslev M, Petersen J, Pont-Tuset J, Qi J, Qi X, Rippel O, Roth K, Sarasua I, Schenk A, Shen Z, Torres J, Wachinger C, Wang C, Weninger L, Wu J, Xu D, Yang X, Yu SC, Yuan Y, Yue M, Zhang L, Cardoso J, Bakas S, Braren R, Heinemann V, Pal C, Tang A, Kadoury S, Soler L, van Ginneken B, Greenspan H, Joskowicz L, Menze B. Bilic P, et al. Among authors: lipkova j. Med Image Anal. 2023 Feb;84:102680. doi: 10.1016/j.media.2022.102680. Epub 2022 Nov 17. Med Image Anal. 2023. PMID: 36481607 Free PMC article.
Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling.
Ezhov I, Scibilia K, Franitza K, Steinbauer F, Shit S, Zimmer L, Lipkova J, Kofler F, Paetzold JC, Canalini L, Waldmannstetter D, Menten MJ, Metz M, Wiestler B, Menze B. Ezhov I, et al. Among authors: lipkova j. Med Image Anal. 2023 Jan;83:102672. doi: 10.1016/j.media.2022.102672. Epub 2022 Nov 5. Med Image Anal. 2023. PMID: 36395623
Artificial intelligence for multimodal data integration in oncology.
Lipkova J, Chen RJ, Chen B, Lu MY, Barbieri M, Shao D, Vaidya AJ, Chen C, Zhuang L, Williamson DFK, Shaban M, Chen TY, Mahmood F. Lipkova J, et al. Cancer Cell. 2022 Oct 10;40(10):1095-1110. doi: 10.1016/j.ccell.2022.09.012. Cancer Cell. 2022. PMID: 36220072 Free PMC article. Review.
42 results